Survey on sentiment analysis: evolution of research methods and topics

J Cui, Z Wang, SB Ho, E Cambria - Artificial Intelligence Review, 2023 - Springer
Sentiment analysis, one of the research hotspots in the natural language processing field,
has attracted the attention of researchers, and research papers on the field are increasingly …

Recent developments in recommender systems: A survey

Y Li, K Liu, R Satapathy, S Wang… - IEEE Computational …, 2024 - ieeexplore.ieee.org
In this technical survey, the latest advancements in the field of recommender systems are
comprehensively summarized. The objective of this study is to provide an overview of the …

Deceptive opinion spam detection using feature reduction techniques

SK Maurya, D Singh, AK Maurya - International Journal of System …, 2024 - Springer
People usually prepare themselves by reading online reviews before purchasing a product.
Sellers sometimes try to imitate user experience as a deceptive review to increase profits …

[PDF][PDF] A novel sentiment analysis method based on multi-scale deep learning

Q Xiang, T Huang, Q Zhang, Y Li, A Tolba… - Mathematical …, 2023 - aimspress.com
As the college students have been a most active user group in various social media, it
remains significant to make effective sentiment analysis for college public opinions …

[PDF][PDF] Sentiment analysis as a multidisciplinary research area

E Cambria, F Xing, M Thelwall, R Welsch - IEEE Trans Artif Intell, 2022 - academia.edu
THE last two decades have witnessed an enormous amount of researches on sentiment
analysis and significant progress has been made. In terms of depth, finergrained semantic …

Guest editorial: Sentiment analysis as a multidisciplinary research area

E Cambria, F Xing, M Thelwall… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The papers in this special section focus on bringing multidisciplinary knowledge into
sentiment analysis. The last two decades have witnessed an enormous amount of research …

Soft Computing Techniques for Enhanced E-Commerce Recommender Systems

K Saini, A Singh - Soft Computing - taylorfrancis.com
Soft computing, a multidisciplinary approach inspired by the human mind's ability to make
decisions in uncertain and imprecise situations, is the focus of our discussion. We explore …

Deep Representation Learning of User Preferences for Opinionclassification

AUG Thennakoon Mudiyanselage, Y Li… - Available at SSRN … - papers.ssrn.com
Text classification assigns predefined categories to text using machine learning models
based onlearned patterns on extracted features. Feature-level sparsity occurs as not all …

[PDF][PDF] A fuzzy cold-start recommender system for educational trajectory choice

PA Golovinski, AO Shatalova - Problemy Upravleniya, 2023 - pu.mtas.ru
Several approaches to choosing an educational trajectory are considered, and the
advantages of using recommender systems are determined. The cold start problem of …